Table 2: Here you will find the architectures of one’s new levels appended so you’re able to VGG16

Table 2: Here you will find the architectures of one’s new levels appended so you’re able to VGG16

  • level in order to trim the last selection of enjoys regarding VGG
  • one completely linked layer (that have anywhere between 128 and 1096 neurons) having fun with “ReLu” given that activation mode
  • dropout (having probability of 0.3 or 0.5)
  • a totally linked level at the bottom that have 2 outputs and an excellent “softmax” activation means

Reliability refers to the confident predictive really worth; within the an online dating application means, this should make reference to the new percentage of pages categorized as the “like” that truly belong to you to definitely classification

The five design architectures in depth from inside the Part dos.step three have been trained and you can evaluated with the multiple standards, including its ROC curves, sip rating distributions, accuracies, accuracy, remember, variability, racial prejudice, and interpretability. Continue reading “Table 2: Here you will find the architectures of one’s new levels appended so you’re able to VGG16”